LinkedIn Page & Profile MCP connector

The LinkedIn Page & Profile connector lets AI agents analyze and publish to LinkedIn organization pages and your personal profile through InsightfulPipe's hosted MCP server at https://linkedin-pages.insightfulmcp.com/. It covers follower and page statistics, post engagement, and text, link, poll and reshare posts, comments and reactions.

LinkedIn Page & Profile MCP server reference

Endpoint: https://linkedin-pages.insightfulmcp.com/
Server name: linkedin-pages-mcp
Actions: 38 (27 read, 11 write). Workspace owners, admins and operators choose which actions each connected account exposes, and destructive actions are off by default.

Add it from a terminal, then click Authorize access in the browser window that opens:

claude mcp add --transport http linkedin-pages-mcp https://linkedin-pages.insightfulmcp.com/
gemini mcp add --transport http linkedin-pages-mcp https://linkedin-pages.insightfulmcp.com/
codex mcp add linkedin-pages-mcp --url https://linkedin-pages.insightfulmcp.com/

What agents can do

Organization analytics: follower demographics (function, location, industry, seniority and company size), follower gains over time, total followers, page view statistics, share statistics (aggregate, over time and per post) and video analytics.
Organization info: details, admins, showcase pages, events, notifications and vanity-name lookup.
Posts and engagement: list organization posts, and fetch a post, its comments, its reactions and its reaction breakdown.
Personal profile: profile, connection count, follower count and aggregated post analytics.
Publishing: create and reshare posts as the organization or as you, comment, react, and delete posts, comments and reactions.

Before you connect

A LinkedIn login that is an approved administrator of the company page. The same connection flow also adds your personal profile.

Connect LinkedIn Page & Profile

In the InsightfulPipe app, open Connectors, choose LinkedIn Page & Profile and click Connect.
Choose Read Only or Read + Write.
Sign in with LinkedIn and approve access.
Select the organizations to connect. Each organization and your profile become separate connections on the same login.
Add the MCP server to Claude, ChatGPT or another client, then click Authorize access.

Permissions and safety

Publishing needs Read + Write: w_organization_social for pages and w_member_social for your profile.
Posts publish immediately. This connector has no draft or schedule option; scheduling happens in the InsightfulPipe app's scheduler.
Every write is re-authorized just before it is sent to LinkedIn, and deleting a post first checks that it belongs to the selected page or profile.
delete_organization_post, delete_member_post, delete_comment and delete_reaction are destructive and off by default.
Choose the target with org_id: a numeric ID selects a page, and member:<id> selects your profile.

Limits

No image, video or document posts over MCP, because media upload is internal to the app's scheduler. Text, link, poll and reshare posts work.
Posts and comments can't be edited, and comments can't be replied to.
Polls take 2 to 4 options of up to 30 characters, a question of up to 140 characters, and a duration of 1, 3, 7 or 14 days.
Posts, comments and reactions return 50 items per call. Ask for the next page with start.

Example prompts

"Show monthly follower gains for our LinkedIn page this year."
"Which of our last 20 page posts had the most clicks and comments?"
"Break down our page followers by industry and seniority."
"Post a poll on the company page asking which webinar topic people want next."

Troubleshooting

A page is missing: only pages where your login is an approved administrator are listed.
"This action is disabled for this connected account." An owner, admin or operator must enable it in Configure actions for this account.
"This account is connected read-only, so this action cannot be enabled for it." Reconnect with Read + Write to publish.